1 dimensional CFD code with some accesories.
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
The code of "Attention Guided Network for Retinal Image Segmentation" in MICCAI 2019
Official Repository for ECCV 2020 paper "AiR: Attention with Reasoning Capability"
A curated list of awesome anomaly detection resources
A collection of important graph embedding, classification and representation learning papers with implementations.
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
CVPR 2020 论文开源项目合集
NeurIPS 2020, Debiased Contrastive Learning
A paper list of object detection using deep learning.
Dense Steerable Filter CNN
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
HGCAE Pytorch implementation. CVPR2021 accepted.
Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning
Look-into-Object: Self-supervised Structure Modeling for Object Recognition (CVPR 2020)
[ECCV'20 Spotlight] Memory-augmented Dense Predictive Coding for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
notes about machine learning
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
Self-supervised Label Augmentation via Input Transformations (ICML 2020)
Codes for "Learning Sparse Sharing Architectures for Multiple Tasks"
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Sequence modeling benchmarks and temporal convolutional networks
Towards Physics-informed Deep Learning for Turbulent Flow Prediction
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
Pytorch implementation of Self-supervised Video Representation Learning by Uncovering Motion and Appearance Statistics